AI developers today have two primary strategies for customizing large language models (LLMs): prompt engineering and fine-tuning. While both influence model output, they operate at different levels and serve distinct use cases. This guide explores the differences through real-world examples and includes a practical quiz to help you determine which strategy suits your project. Prompt […]
Search Results for: excel
50 Real-World AI Agent Use Cases That Actually Work
Imagine a helpful coworker who never gets tired, never forgets a step, and can jump between dozens of software tools at lightning speed. That is what an AI agent is: a small, goal-focused program that watches what’s happening on a screen, in a data feed, or inside a workflow (e.g., an inbox, CRM, or browser […]
You Don’t Need Deep Pockets to Fine-Tune AI: My $50 POC
A common point of pushback I get on AI projects is fine-tuning models isn’t an option because it’s cost prohibitive. That really hasn’t been the case for at least two years, but old fears die hard. So I set out to create a proof of concept (POC) that I can point clients to in order […]